DocumentCode
734307
Title
Radio Specific Emitter Identification based on nonlinear characteristics of signal
Author
Yingjun Yuan ; Zhitao Huang ; Fenghua Wang ; Xiang Wang
Author_Institution
Coll. of Electron. Sci. & Eng., Nat. Univ. of Defense Technol., Changsha, China
fYear
2015
fDate
18-21 May 2015
Firstpage
77
Lastpage
81
Abstract
Radio Specific Emitter Identification (SEI) is the technique which identifies the individual radio emitter based on the received signals´ specific properties called signals´ Radio Frequency Fingerprint (RFF). SEI is very significant for improving the security of wireless networks. A novel SEI method which treats the emitter as a nonlinear dynamical system is proposed in this paper. The method works based on the signal´s nonlinear characteristics which result from the unintentional and unavoidable physical-layer imperfections. The reconstructed phase space (RPS) is used as the tool for analyzing the nonlinearity. The entire characteristics of RPS and state changes characteristics of points in RPS are extracted to form RFF. To evaluate the availability of the RFF, the signals from four wireless network cards are collected by a signal acquisition system. The proposed RFF´s discrimination capabilities are visually analyzed using the boxplot. The results of visual analysis and classification demonstrate that this method is effective.
Keywords
nonlinear dynamical systems; radio networks; signal reconstruction; telecommunication security; nonlinear dynamical system; nonlinear signal characteristics; phase space reconstruction; radio frequency fingerprint; radio specific emitter identification; signal nonlinear characteristics; wireless network security; Conferences; Feature extraction; Fingerprint recognition; Nonlinear dynamical systems; Transient analysis; Visualization; Wireless networks; Specific emitter identification; nonlinearity; phase space; radio frequency fingerprint;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications and Networking (BlackSeaCom), 2015 IEEE International Black Sea Conference on
Conference_Location
Constanta
Type
conf
DOI
10.1109/BlackSeaCom.2015.7185090
Filename
7185090
Link To Document